COHCAP.qc: DNA Methylation Quality Control Statistics

Description Usage Arguments See Also Examples

Description

Provides descriptive statistics (median, top/bottom quartiles, mininum,maximum), sample histograms, sample dendrogram, principal component analysis plot.

Output files will be created in the "QC" subfolder.

Usage

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COHCAP.qc(sample.file, beta.table, project.name, project.folder,
				plot.legend=TRUE, color.palette = c("red","blue",
				"green","orange","purple","cyan","pink","maroon",
				"yellow","grey","black",colors()))

Arguments

sample.file

Tab-delimited text file providing group attributions for all samples considered for analysis.

beta.table

Data frame with CpG sites in columns (with DNA methylation represented as beta values or percentage methylation), samples in columns, and CpG site annotations are included (in columns 2-5).

The COHCAP.annotate function automatically creates this file.

project.name

Name for COHCAP project. This determines the names for output files.

project.folder

Folder for COHCAP output files

plot.legend

A logical value: Should legend be plotted within QC figures?

color.palette

Colors for primary variable (specified in the second column of the sample file).

Remember, COHCAP can only analyze discrete variables categoried with groups (preferably with replicates).

See Also

COHCAP Discussion Group: http://sourceforge.net/p/cohcap/discussion/general/

Examples

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library("COHCAP")

dir = system.file("extdata", package="COHCAP")
beta.file = file.path(dir,"GSE42308_truncated.txt")
sample.file = file.path(dir,"sample_GSE42308.txt")
project.folder = tempdir()#you may want to use getwd() or specify another folder
project.name = "450k_test"

beta.table = COHCAP.annotate(beta.file, project.name, project.folder,
				platform="450k-UCSC")
COHCAP.qc(sample.file, beta.table, project.name, project.folder)

COHCAP documentation built on Nov. 8, 2020, 8:07 p.m.